Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Yonsei University
Skills you'll gain: Capital Budgeting, Financial Analysis, Cost Benefit Analysis, Return On Investment, Investment Management, Financial Modeling, Cash Flows, Project Finance, Project Estimation, Decision Making, Depreciation, Microsoft Excel
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Financial Modeling, Market Data, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, General Finance, Portfolio Management, Business Valuation, Corporate Finance, Capital Budgeting, Securities (Finance), Mortgage Loans, Risk Analysis, Financial Forecasting, Financial Market, Equities, Investments, Microsoft Excel
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Health Care Administration, Patient Safety, Leadership, Continuous Quality Improvement (CQI), Safety Standards, Decision Making, Health Technology, Teamwork, Reliability, Innovation, Problem Solving
Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Decision Making, Creativity, Talent Management, Communication, Innovation, Strategic Decision-Making, Personal Development, Curiosity, People Development, Professional Networking, Collaboration, Leadership Development, Productivity, Time Management, Self-Awareness, Strategic Leadership, Business Leadership, Leadership, Emotional Intelligence, Organizational Leadership
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Unity Engine, Video Game Development, Artificial Intelligence, Virtual Environment, Simulations, System Design and Implementation, Scripting, Performance Tuning, Software Design Patterns
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Business Ethics, Courage, Technical Management, Ethical Standards And Conduct, Decision Making, Engineering Management, Professionalism, Personal Integrity, Organizational Leadership, Ancient History, Human Development, Cultural Diversity, Business Leadership, Technology Strategies, Leadership, Anthropology, Social Sciences, Artificial Intelligence
Build toward a degree
Beginner · Specialization · 1 - 3 Months
Johns Hopkins University
Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Policy Analysis, Mathematical Modeling, Statistical Modeling, Case Studies, Predictive Modeling, Decision Support Systems, Vulnerability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Interactive Data Visualization, Exploratory Data Analysis, Dashboard, Data Visualization Software, Data Integration, Heat Maps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Geospatial Information and Technology, Data Mapping
Beginner · Guided Project · Less Than 2 Hours

University of Pennsylvania
Skills you'll gain: Business Ethics, Personal Integrity, Professionalism, Ethical Standards And Conduct, Decision Making, Empathy, Emotional Intelligence, Social Skills, Leadership, Business Leadership, Compassion, Sociology, Social Sciences, Psychology, Behavioral Economics, Cognitive flexibility, Compliance Management
Mixed · Course · 1 - 4 Weeks

The University of Melbourne
Skills you'll gain: Corporate Finance, Financial Management, Derivatives, Financial Modeling, Mergers & Acquisitions, Capital Budgeting, Business Valuation, Risk Management, Financial Analysis, Investments, Return On Investment, Capital Markets, Cash Flows
Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Statistical Inference, Business Analytics, Descriptive Statistics, Sampling (Statistics), Statistics, Data-Driven Decision-Making, Data Analysis, Data Presentation, Statistical Analysis, Microsoft Excel, Exploratory Data Analysis, Decision Making, Probability Distribution
Beginner · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Feasibility Studies, Risk Management, Project Risk Management, Risk Analysis, Business Risk Management, Governance, Cost Benefit Analysis, Investment Management, Prioritization, Quantitative Research, Decision Making, Public Policies
Advanced · Course · 1 - 4 Weeks